conftrace_

stein variational gradient descent

64 papers

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Also known as

SVGD

Co-occurring keywords · papers mentioning both

variational inference (28) bayesian inference (19) particle-based inference (8) kl divergence (7) particle method (6) kernel methods (6) gradient flow (6) kernelized stein discrepancy (5) markov chain monte carlo (5) kernel stein discrepancy (4)

Papers

Bayesian Posterior Approximation via Greedy Particle Optimization AAAI 2019 Nonlinear Stein Variational Gradient Descent for Learning Diversified Mixture Models ICML 2019 Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization ICML 2019 Self-Adversarially Learned Bayesian Sampling AAAI 2019 Stein Variational Gradient Descent With Matrix-Valued Kernels NeurIPS 2019 A Stein variational Newton method NeurIPS 2018 Learning Structural Weight Uncertainty for Sequential Decision-Making AISTATS 2018 Message Passing Stein Variational Gradient Descent ICML 2018 Stein Variational Gradient Descent as Moment Matching NeurIPS 2018 Stein Variational Gradient Descent Without Gradient ICML 2018 Stein Variational Message Passing for Continuous Graphical Models ICML 2018 Stein Variational Gradient Descent as Gradient Flow NeurIPS 2017 VAE Learning via Stein Variational Gradient Descent NeurIPS 2017 Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm NeurIPS 2016